{"id":"W16761791","doi":"10.1016/s1553-7250(06)32035-1","title":"Microbial Diversity in Soil Cores From the Yukon River Basin, Alaska","year":2006,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Soil water; Environmental science; Abundance (ecology); Drainage basin; Ecology; Species richness; Structural basin; Productivity; Carbon cycle; Soil carbon; Hydrology (agriculture); Geology; Soil science; Ecosystem; Geography; Geomorphology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003166191,0.0001446177,0.0001467364,0.00003600993,0.0003453495,0.00008181516,0.0002844798,0.00009203838,0.0002383803],"category_scores_gemma":[0.00005230513,0.0001083764,0.00005816268,0.0001118041,0.0001086377,0.0001452639,0.00005858304,0.000201264,0.0004647345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008152801,"about_ca_system_score_gemma":0.00001908915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8173237,"about_ca_topic_score_gemma":0.887144,"domain_scores_codex":[0.9988992,0.00006801842,0.0002193884,0.0002573025,0.0002065168,0.0003495254],"domain_scores_gemma":[0.9990988,0.000553123,0.0001039982,0.0001618891,0.00002445282,0.00005773608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002909479,0.00001985516,0.9873134,0.000004471276,0.000004639362,0.00005850734,0.000911372,0.003307762,0.0002102793,7.089461e-7,0.007480301,0.0006595991],"study_design_scores_gemma":[0.000292267,0.00001563999,0.9960171,0.00005415523,0.00001275925,0.000003876185,0.0002292707,0.0002157811,0.0002120616,0.0002244815,0.002572359,0.0001502434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839338,0.0003234576,2.319192e-7,0.000557216,0.0003902734,0.00009238054,0.0009552439,0.00003178638,0.01371562],"genre_scores_gemma":[0.9973625,0.0000626643,0.0000471494,0.0006756544,0.00046238,2.84178e-7,0.001266119,0.000003878553,0.0001193574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06982028,"threshold_uncertainty_score":0.5973377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02956571796889336,"score_gpt":0.2111686843994736,"score_spread":0.1816029664305802,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}